{"id":"W1799336707","doi":"10.3968/j.hess.1927024020120303.zr3zl","title":"A Research on the Role of the Mother Tongue in the Intensive English Class","year":2012,"lang":"en","type":"article","venue":"Higher education of social science","topic":"Second Language Acquisition and Learning","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"First language; Class (philosophy); Tongue; English language; Key (lock); Psychology; Linguistics; Mathematics education; Computer science; Artificial intelligence; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001181457,0.000146931,0.00016481,0.0004348186,0.00125629,0.001139741,0.0003163319,0.0002642429,0.004838374],"category_scores_gemma":[0.004410002,0.0001189591,0.00009430125,0.0003277402,0.001123613,0.0005499921,0.0008607953,0.0004056022,0.0003455231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004088509,"about_ca_system_score_gemma":0.0009424597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003302843,"about_ca_topic_score_gemma":0.005320403,"domain_scores_codex":[0.9994216,0.0002583358,0.00001647873,0.00005646036,0.0001262375,0.0001209284],"domain_scores_gemma":[0.9961778,0.002324592,0.0006082242,0.0001576757,0.0002717956,0.0004599073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000627135,0.0006554133,0.6427883,0.0002614932,0.00002983564,0.004370995,0.1733813,0.00005311427,0.02032459,0.006373007,0.0006562751,0.1504786],"study_design_scores_gemma":[0.00001734998,0.000629697,0.8790304,0.0002337497,0.0000474052,0.002094948,0.1000933,0.0001301317,0.003346536,0.0007112439,0.01364819,0.00001719864],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995074,0.0002916423,0.0001033025,0.0001175904,0.000009039704,0.000003184843,0.000006828617,7.225121e-7,0.004393816],"genre_scores_gemma":[0.997801,0.0002705466,0.00007046619,0.00002121193,0.000006933267,0.000003300286,0.000005102758,0.000001334263,0.001820113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004838374,"threshold_uncertainty_score":0.016186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05129325946456643,"score_gpt":0.4219685026089065,"score_spread":0.3706752431443401,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}